{"id":"https://openalex.org/W4407952084","doi":"https://doi.org/10.1109/ispec59716.2024.10892414","title":"Power System Transient Stability Assessment via Probabilistic Distribution Prediction Enhancement of Maximum Lyapunov Exponent","display_name":"Power System Transient Stability Assessment via Probabilistic Distribution Prediction Enhancement of Maximum Lyapunov Exponent","publication_year":2024,"publication_date":"2024-11-24","ids":{"openalex":"https://openalex.org/W4407952084","doi":"https://doi.org/10.1109/ispec59716.2024.10892414"},"language":"en","primary_location":{"id":"doi:10.1109/ispec59716.2024.10892414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispec59716.2024.10892414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Sustainable Power and Energy Conference (iSPEC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101405211","display_name":"Jiacheng Liu","orcid":"https://orcid.org/0000-0002-5795-3916"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liu Jiacheng","raw_affiliation_strings":["School of Electrical Engineering, Xi'an Jiaotong University,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi'an Jiaotong University,Xi'an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103657539","display_name":"Wang Guangyao","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Guangyao","raw_affiliation_strings":["School of Electrical Engineering, Xi'an Jiaotong University,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi'an Jiaotong University,Xi'an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Liu Xiaoming","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Xiaoming","raw_affiliation_strings":["School of Electrical Engineering, Xi'an Jiaotong University,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi'an Jiaotong University,Xi'an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433639","display_name":"Yu Zhao","orcid":"https://orcid.org/0000-0002-9235-7992"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Yu","raw_affiliation_strings":["School of Electrical Engineering, Xi'an Jiaotong University,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi'an Jiaotong University,Xi'an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116425098","display_name":"Liu Xinglei","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Xinglei","raw_affiliation_strings":["School of Electrical Engineering, Xi'an Jiaotong University,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi'an Jiaotong University,Xi'an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039173319","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0002-0867-8153"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Jun","raw_affiliation_strings":["School of Electrical Engineering, Xi'an Jiaotong University,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi'an Jiaotong University,Xi'an,China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101405211"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.2032,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56206934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"286","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.9562000036239624,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lyapunov-exponent","display_name":"Lyapunov exponent","score":0.8698775768280029},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.696906328201294},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6857824325561523},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6276118159294128},{"id":"https://openalex.org/keywords/exponent","display_name":"Exponent","score":0.5395891070365906},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5368365049362183},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.47358351945877075},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.43290746212005615},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.43271946907043457},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.41128265857696533},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3460335433483124},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.338534414768219},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2452438771724701},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.2411738932132721},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22162678837776184},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15984803438186646},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10255509614944458},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.07312136888504028}],"concepts":[{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.8698775768280029},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.696906328201294},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6857824325561523},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6276118159294128},{"id":"https://openalex.org/C2780388253","wikidata":"https://www.wikidata.org/wiki/Q5421508","display_name":"Exponent","level":2,"score":0.5395891070365906},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5368365049362183},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.47358351945877075},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.43290746212005615},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.43271946907043457},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.41128265857696533},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3460335433483124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.338534414768219},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2452438771724701},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.2411738932132721},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22162678837776184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15984803438186646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10255509614944458},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.07312136888504028},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ispec59716.2024.10892414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispec59716.2024.10892414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Sustainable Power and Energy Conference (iSPEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1518136709","https://openalex.org/W2051322388","https://openalex.org/W2153464267","https://openalex.org/W2156729351","https://openalex.org/W2157331557","https://openalex.org/W2540406226","https://openalex.org/W2993645768","https://openalex.org/W3001888546","https://openalex.org/W3021944309","https://openalex.org/W3205014462","https://openalex.org/W4205508781","https://openalex.org/W4213449185","https://openalex.org/W4388709693","https://openalex.org/W4390120084","https://openalex.org/W4399310743","https://openalex.org/W6745537798"],"related_works":["https://openalex.org/W1979229270","https://openalex.org/W2374600121","https://openalex.org/W2027784897","https://openalex.org/W125502673","https://openalex.org/W2384948345","https://openalex.org/W2019045751","https://openalex.org/W2776265842","https://openalex.org/W2368364854","https://openalex.org/W2018408614","https://openalex.org/W2284157877"],"abstract_inverted_index":{"The":[0,106],"transient":[1,95],"stability":[2,96],"assessment":[3],"(TSA)":[4],"is":[5,24,48,61,91],"the":[6,55,70,123,126],"basis":[7],"for":[8,50,94],"secure":[9],"operation":[10],"of":[11,57,72,111,125],"power":[12,58],"systems":[13],"especially":[14],"when":[15],"unexpected":[16],"faults":[17],"occur.":[18],"Naive":[19],"maximum":[20],"Lyapunov":[21],"exponent":[22],"(MLE)":[23],"restricted":[25],"by":[26,38,63,78],"accuracy":[27],"and":[28,69,109,114],"timeliness":[29],"while":[30],"pure":[31],"artificial":[32],"intelligence":[33],"(AI)":[34],"techniques":[35],"are":[36,76],"hindered":[37],"mechanism":[39],"interpretability.":[40],"In":[41],"this":[42],"paper":[43],"an":[44],"intelligent":[45],"augmentation":[46],"scheme":[47,128],"proposed":[49,127],"TSA,":[51],"in":[52],"which":[53],"firstly":[54],"distribution":[56,74],"angle":[59],"MLE":[60,104],"estimated":[62],"diffusion":[64],"kernel":[65],"density":[66],"estimation":[67,89],"(DKDE)":[68],"kernels":[71],"probabilistic":[73],"functions":[75],"predicted":[77],"a":[79,86],"gated":[80],"recurrent":[81],"unit":[82],"(GRU)":[83],"network.":[84],"Then":[85],"neighborhood":[87],"approximation":[88],"algorithm":[90],"put":[92],"forward":[93],"discrimination":[97],"referring":[98],"to":[99],"adjacent":[100],"samples":[101],"with":[102,129],"similar":[103],"distributions.":[105],"TSA":[107,131],"precision":[108],"interpretability":[110],"AI":[112],"approaches":[113],"traditional":[115],"methods":[116],"could":[117],"be":[118],"integrated.":[119],"Case":[120],"study":[121],"verifies":[122],"efficacy":[124],"97.44%":[130],"accuracy.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}